{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Import and Setup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from readRinexObs import rinexobs\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "import numpy as np\n",
    "from matplotlib.dates import YearLocator, MonthLocator, DateFormatter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "mah22800.15o is a RINEX 2.11 file, 15777.532 kB.\n",
      "16.02 seconds for _block2df\n",
      "7.88 seconds for panel assignments\n",
      "finished in 25.92 seconds\n"
     ]
    }
   ],
   "source": [
    "data = rinexobs(\"mah22800.15o\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Plotting"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "according to the Andrew Hansen's thesis equations (2.15) and (2.16):\n",
    "\n",
    "$TEC = (P2-P1)/(f1^2/f2^2 - 1)$\n",
    "\n",
    "ans\n",
    "\n",
    "$TEC = -(L2-L1)/(f1^2/f^2 - 1)$\n",
    "\n",
    "theoretically they should be the same"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Int64Index([2, 3, 5, 6, 7, 8, 9, 12, 13, 16, 20, 21, 23, 25, 26, 27, 28, 29,\n",
       "            30, 31, 32],\n",
       "           dtype='int64')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# sattelites in file\n",
    "data.items"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['C1', 'L1', 'S1', 'C2', 'L2', 'S2', 'P2', 'C5', 'L5', 'S5'], dtype='object')"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# parameters in the file\n",
    "# https://igscb.jpl.nasa.gov/igscb/data/format/rinex211.txt\n",
    "# section 10.1.1 says what the letters mean\n",
    "data.major_axis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "15589.9678179\n"
     ]
    },
    {
     "data": {
      "image/png": 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daf5J97CXUe9p2R6G5A07s25GSGZyhNTOCKkAwFo0Gobvuy/ZdtSFyY+8Ptlwz8hWYwTg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oAAAR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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f7e285b9c50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "f1 = 1575.42E6 #MHz\n",
    "f2 = 1227.6E6  #MHz\n",
    "f5 = 1176.45E6 #MHz\n",
    "\n",
    "sv_of_interest = 30\n",
    "\n",
    "fig = plt.figure(figsize=(15,15))\n",
    "ax1 = plt.subplot(311)\n",
    "fmt = DateFormatter('%H:%M:%S')\n",
    "ax1.xaxis.set_major_formatter(fmt)\n",
    "\n",
    "bias = data[:,sv_of_interest,'L1','data']*(3.0E8/f1)-data[:,sv_of_interest,'C1','data']\n",
    "\n",
    "plt.plot(data[:,sv_of_interest,'C1','data'],'.',label='c1')\n",
    "plt.plot(data[:,sv_of_interest,'L1','data']*(3.0E8/f1),'.',label='l1')\n",
    "plt.plot(bias,'.',label='bias')\n",
    "\n",
    "abias=np.average(bias[np.logical_not(np.isnan(bias))])\n",
    "print(abias)\n",
    "\n",
    "ax2=plt.subplot(312)\n",
    "plt.plot(data[:,sv_of_interest,'L1','data'][6999:7006]*(3.0E8/f1)-abias,'.',label='corrected L1')\n",
    "plt.plot(data[:,sv_of_interest,'C1','data'][6999:7006],'.',label='c1')\n",
    "plt.plot(data[:,sv_of_interest,'L1','data'][6999:7006]*(3.0E8/f1),'.',label='uncorrected L1')\n",
    "\n",
    "ax3=plt.subplot(313)\n",
    "plt.plot(data[:,sv_of_interest,'L1','data']*(3.0E8/f1)-abias,'.',label='corrected L1')\n",
    "plt.plot(data[:,sv_of_interest,'C1','data'],'.',label='c1')\n",
    "plt.plot(data[:,sv_of_interest,'L1','data']*(3.0E8/f1),'.',label='uncorrected L1')\n",
    "\n",
    "\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "plt.show()\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So the TEC is off by a large factor on the pseudorange graph, I'm not sure where that's coming from right now, I followed the equation from the thesis. The difference in pseudorange between the frequencies is very small, is that how its supposed to be and it needs to be multiplied by a constant? or is the data off? The file I used doesn't have P1 and P2, only P2, but I compared P2 to C2 and it is the same, so C1, C2 and C5 should work the same."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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AUAgYNUriFnMRiwGLFwO1tUBLi5RUoPWpf+IlerwEJJO5ZNIbCYYIIYQQQkjvQLFYICZm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\nML1OmQb2+jiEd/7HUgsVFZb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K6Fu1SjpqSlntNdf3Sy/J72b/Vq8WcblqlRwT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y7yHLROouKxZEk6DC2EIAqgdcr/LDRrMJBCxvbuDfOozZ8fj00UTKmw0NcXsxrinA3ZgKhik8Wm\nSAUmLCQtnTM0VBKJD1BR9Qm1d9xh74vm4Myfb8zq1UlFl3qzfN7ZU05JG5EkASVvZESesEOpnANl\n4axWY9bKrIiOUIR4GuiBbaFCxthYep9wXSuknmGWASDrGj6SHJcS52pbrZZWWOgY4KzceCBBk3Sd\ndnoWpUgG/jx5n7kER6xfSAXc8XG3sctnZBgcTPdb1lrNlQ+fl0o6rr02zXScdVCvlDTWad9gP7vG\nqKQYoEIasldyZQ/z6FyRS9Jz8ZVmofUdcR7nMRTxQ8qXpustf/7cW1Wt2nHiUqhwnoXUhLzqKneI\nKT0GBuScdd/4cIV5Stei5V98nvGrr26+31396TKUrV5t+5C3d+HCZGqTa55zqLLoahxAwrvWKaBC\ns3p1/DClmoCduO4tt6Td+NS6y3NjQmvTuSxdXEnzWTQkRZJ6o7KEJh765Cv7gG3Yvdtv3b76arkt\nrZTNkNq9Z0/r5DZZoIpOf396QfSFIoYuLlnXp8KnL8TJRRCTtahmlRdoB6rVsLwqCtfY4Qq8RLVN\nreHUe4cWZ5wb6MkfH0+WSkGGSJ+FM8tzRYk/+vtjRY+f5wMfCOsPbjgYG5Ot/j6hSRqT9brdWH2U\n5QsWpNdAKZ/JF57jesbcCyH1uaTEcM/KqlVWgPSRl+RFHmUWnzPN+ebra4gX2bdm+AQslwLGUa26\nFYAsAwhvm+TtoeVHfERwWR7Mdh083JUrDDzsUar/RucW9Rxv327XEE5glKWU79qVNlBFkZ1nrnko\n5QPjM5HCTQuFtGLLDUxZSoFEtCMdlJHbte+4SERQIA/ZK2s16wlCsq28hsi3v919D1jknqfk5DEW\n4TE46GegP3AgzbjqCsuWSMro/HF9zsdW1jq2dWtsVEVyo6yQUBrmSeVkvCYfX9xzXKvZ2or8vGNj\n/rUj5JCMi9K4REIlad7nrdttjDGqLLoaZzumo6AePvog0XvXqRBEfn1fwWHKgnbzzfGkCa1hF0X2\nHNwjmUXtzhU9XkQ4q29Cyj7wDTxrg6F5klnKbivPg9Neb91qN8N2GxBwg7r9dnsPfAFtZkEJAfec\n0D6VLHlS2EtoceyscOlWiXqk+wj9LRcieA7kRz+avh/XM5KE/3XrZIFg1SpjPvMZub9C6iNyZQYV\nVB6OFVpqgq5DlUrSULJoUZrKOxQhtfiQCCir6LqL/c93T9zwtG5dOsfWlRfMw/7bPS+zDC58nOF6\njwyolDyhnZEVEtNmaJ3Het0KRiEGp5C28H5HoZfvXZyQxpUbiXuaNCaPPz57LeMHvU69nvagL1iQ\nXFuzclTRK8ijarJyOXmbQmsRZvWZMXLO2oIFyTZIdUh9R6mUrIHoWhekOScZJFwF7VvhafCFR0tG\ndB+hz9BQsgYuKp80nYOPDekZr1gRJpO6SNA4pGdGv+8zboQeS5bE8msoG+yCBen+leQy+tyl++Tz\nAI0irYSj+2rF8tQpzC2VrqfKYjsbZzumo3BR355wQj76+VbArfPShML4eb6RuDZgujFifhEnK/Ap\ni3Sh5IpzaHimK7yIgpcwCTlQcOlEmGiW9RnLdbRqQMANB72tWMKBW4w7pSz6Qnjr9bSH21Vr0Rde\nmHUPeT0jrvtoZy4ZZ1fldT8B0oIJ3l+IYoQHWpYlT07IWEZFgwpUpVJa0M8joONzp6U3sB+uucb2\nRd4yQiGspJLHTFKi7rgj37WluSyxOHJPIc7N8fFYeOeCXLvCq1FYlPrlve9Nt10igZDuoRVIrI2h\nY9JFbhFCtiSdj94vFQaz8iNdSgKOccmzsGKFDf0P9T5yodHVJoyu2L8/+5w33CArHT6CMWm9DWUD\npoeLiKxWk58pLY2AEQGhIfcYYijlH+Ka4Cq7kufe5s+35wk1IqJcsWePXZN4DV+XoTxL+Tj//OR6\nROsLYpoOMs0XCnbdkbxieeYj571w3e/Gje5zt5rjiyy2xuSrOXzPPXJbs8qPSGuMZFQLuS+X9z4r\nWmrfPmNe8QpjbrrJL9OHGnIpVFl0Nc52TEcghRq6rHWdCEHMahtfKLdvd7On+pQ17r6nkwoHMdZA\nw3us1WxuxfBwTNIhMV6FeBq494Zb5biwj15CHvoi1bDrRJioy7PWzGKddQ0kIqDKCb2Gj9a/VYR4\nZXFxlsqGUGWlry89d5YsyQ4PbkfOaa2WFlpaMRpwA0e1mn4uu3bJLLJ5CF3Q4LF7d7LvQkOqsf+L\nRStE9/XJglcelmBcDzCPmvYp/p+nfIUx4Qo03+QlhSWvl0ASqvG5UWGGkzvh/Kdh/CefnDxP3n5w\nwVe2p1p1C9P8aCfjMK91G2rMkcZ/aC1cyVtD+6ZQSHvxmiXj8QmtGIHj6+sokpnAfefduzfb27do\nkXv9oPlYxthrS6GXyOCddS3Ji+qbX1Io6r596TSGkLBFJD3LWi9HR+VUAVeKjc+zFzJf+XrBS0eN\njyfD2Olek8UwiqVc6Jhdvz6dq12rhRksWi2Vw7+3d29cezuLtCnvgYasPIqnFDaL8J3HF1FA7y2r\nLYOD6VBe6blzSB5dVx+GpohQqLLoapztmLbDpRAMDaWTtJuxiLarjVSYRw+UJJT7ijK7rL2oAPDF\nmC/Ew8MxZTvPNcybMyd5knj4G6WrpnUwORsYvZ92PyNqwZIMCK16Fl2bpLRBtIt1kUN69nnAF8Dz\nz4//j6KY4CXLkNAKUQ8d2/397WMu5mN7fDwebyh0SOM/y+Lf15ckSOHCA35ODTcucM//jh1yuGse\nj5O0gUoehR078vUnF7JwzvL1iKJeT99PMyFlNPqgWLTn4EoG3fzzKPztYOj2eeP27g2vMZY3n9PX\nHh5+e+utYWOoXk97SZcvT9bZ9BHcSKyTKLBLOWMY9oUKHiqmWetZqwKwa45K90+fjy/P0DXX8BlI\nBGOu72/YIBPpFArGXH65HGaclZMq9RkWZOdrpdQmrpziPo/PXeobXCelfaRaTedf/u3f+vv32mvd\n94d96nIYSHl51MPkYxgtFuP1nht/aPSar+wE/00oC30eWcW1p4WGjvoODJ8P/b5vrc8yyoTcG19X\nqXEQeUJ4CC5yDfj6kxsNduxwt7cZR4Aqi67G2Y5pO1zWXKnmSWiuRiugoQ+oQO3ZY4U3zpjEPY5I\np55FdkM3MRQgqWCEHgge4kHrG/k8hCGQrofncgnevByAtHDmzVULAfWc8TGCCfDNwhV6K20SnQqB\nbtWrl2WZC1XemzE6SPfgY49tFaF95dtYMUeH3mszmx69FlW0JZa5vEaUkPpbWRu51E5JgUavus9Y\nwcdYMwYhySDB75MW6s5Tn7EdXn9c6/m6jv3Mx8iJJ7b+THxoNaybPzNOhCKdz5XbTpVWJIqgoEZf\nZKwNWUuoIXZkJBmZkOeQxqMrrLgZIhM8JEMAvXeuiOFaKJ1r69Z03lfIulmvp6N7pDEXEmpL+w7X\nf2k/8UVFSGtnVgTD+edn36NLoZeUyKuuSv4eGUb59zBcWVJGMXpLKmjvOkJI49rJFM/LBp10Uv56\nhSjH0vBv1zmySj5R2ZDWSPblZvLf8/m4a1ccVYOGIKmecdb6ItU253LBggXNhaAaY4wqi67G2Y5p\nO6gAMTJiBxyveRLC9tmutlBhat26dHglJVVxCZi+BUGKlTdGZvviwpLkmWjGauW6Xla/cAUKPTP0\n2bWbhKheTxIJ0YMqz80Ss7iMFaeckny/k+RKvmL2IWiXstgK+CIculk0c50QD6jP2l8oWKGPjpm8\n4TQctZoNM8eyDvwcefsjRFHKy27r8tRVKrbdt9zibiOPrmh2HnCDBA+NpSFqeazfrY5xuo5KCgYK\nGpSlu9PzjbapGSMcn5NcgJf2KWl+SUoHF7BaEYjpmGg2L8vV56OjMjlRM9cAyGa+5Ays/f3uMg68\nxh3OxRBlkZazcq0tIaUWpHuSyIyWL3e3i89TF8ENPWhhehek2s6uQyI6qdfTJTFQ6ZU8i6OjaXbj\nrLHy/vdn30erUTv8XFl1O31HqRR7VkNYSEOeEzUy5OUWkWosS/wXvBxWaBmqjRvj+pPUueJK6ckD\nVRZdjbMd0xHQzULymnWqviKHJGDyEEvMGaxU7ILNrV9ZSoVr4ZA8fbWanaznn2/DNqQNodlN2uVZ\ndH1XUqgGBmILcicIbuiCPW+eXM6CktK0Ej6JCi+GBaGAUSrZzb6TYzCrmH0WXEJ1u8uYZIFb/9oR\nGigBFbMsA0eWl4KOmXZ4Fin5lPQs8s4JJEW45x65zMS+ffnOJwkIqDiHzKFOrcVSTrgx+Wqftaqg\n8VBibu2uVMJYLdttJGm1z1Ew4t4t37Pm86teT+fk8RyfdgnE3FMR8uxdRhNXjq5UGkk6JM+WL3/L\nmLTHqlQy5sorw8dx1t6J/czJtKTfhJLPYCg7GgakHGWf94UbJdauTQr2PMcY8ySzkCeywLW+8hBg\nGrmQFS2Bc8c3Dun5fGjn2snbnbcEzdhYNosvHlnhwvT+mjEWSzWWXWsJlsNqNZy3XVBl0dU42zEd\nRSseonZdny8MNKegr88dMsvz/KRz471JA5h7+sbH0wulq/5iM5t0Hm8WFYZpLgAPX22X9QzBSRW2\nb7ft3LHDCrgYLtyqkuoLvwHonNKDaNWzKAlF69a1bjnLi7y1sJpBHk/6RRdlb4Y01A7zYoeGLOFB\nqLLtYium87dZpb1adYdj+az9EqSQH4Ak0Uyn2aYlSOFCxrgJOhYtSj/DVscaX79qNbveUEt5SC26\nPCRGMwnex65wR2l+1WrJOp+uNapdghmeR1Ja+LFwofvZu5QlHo7rOlzhyFlt59FI1Wq40pMVauwi\nLpL6IFTZogI6Kuk8lzLLGMP34bExu29K3kFXuYOQe3Udrj7gz5CGq+Kz4qSCUj+6DI/dmO9cTi0U\n8tWIxfzWkHDs0JB6qXxUSL9Q4xAnN+NrSTvDedsBVRZdjbMd0zFkCYEzpUhingN6D3fvjici1iCT\nFrDt27O9iT4Bl08EyRrpyntqZpPO682q1+090kWJb2zttuJIGy8PEVm1ynoY26GkSt6lTik9FLxE\nRN5FkC7UqFRjP8208SWEIrwV5NkwssKwaI4tblqUxCp0LLt+W6u1Fu5Sq/mtxnkFFVdoLiq47TT0\nSHCNR5znnKwkNIyuXQKbFNVCFUju6ZSKqs9EXn0z4EJ7SE1gVwmGxYvd5DjtXG9CQuV8hgIf+68U\nAkoPLLZOf5+Vv4VtxpQNmjpTqxlz7rn+a550UhhLKH8evj0DawePjqZLvRQKSc4EujbkLRvlMhZL\ne2rofMW+lPrqRS8K6wOXIYqeP8Qo6MqBbBcTc17QsRnCcI3GEapUYx3XKJLZfPPcG39WectEheY3\nt9sh0QpUWXQ1znZMx5BVa67VGnAhwEWTCorUWzIwYENPx8bS8e5Z9OBZsdx8IrhCntoVVpjXC8QX\ng+FhuxB3csJyCxr2HbdirVrVHi8aj4vftm1mNoJWPXLSItrMnOm2Zz8EeTeMr3xFnkerVydzbFvx\nUHMLNc1rbgUSi2Irigk3vqDghp60ToZahxgDpevfc0+2INQplmLerno9KXBzo2FoLs1Mol636zQV\nKFevzjZsUqIPycAgGQo7sUdL5XL44QqVq9fDckz5gc+R7tuhBFW+4vFcATvxxKRcEDp2OHFPqExA\nDd+lUpJZlyvWIaRXHNIclvIfQz2L0npF+46+djFN1+ty3pox+cjS0DgtKYzdYOjnBmLfHFm+3I4t\nbsSlRk7Jc9rMPtiOXMCsa8xUWloWVFl0Na7DyqJPCJwJ97Nrs+P5evg5FommhA+SsM2to/39biWL\nTgQXk1k77z+PF4gvTp0gs5GuKXkyuXW1XZ6FPHmc7UQ7xjdfRKUQXt9zmimDTDuQ1xLJ59CCBXYO\ncg9Ks1ZLbj3PKk8Qeo8SrT49mmHd5Jb2wcGZMYg0O8azWGEXLJhZy34vkEmFAoVBieDF12c0Z9EV\nysifYaf2aB4BIymuW7fKvw3Ny+LnHB1t3lPi87C52LybicTII5jX6+k61vx+JB/JRyoAACAASURB\nVObddhiQpGcQqiyGEFyFMMi69otQwyNn+m7HOtwqaNvXrPGPc1dOr4uLop2lr+YyVFl0Na7DyqIx\n1vpx5ZVpC9tMuJ99FkHOioVhWzyMTRK2pQWPF5+W0GnPIkeWV4l6v/r68rNeNQN6zf7+eFzU67bu\nDj6vdoWKdivMoV3XrdWscEXDKkPHTq/lA7QDviLrknLYrNWSz3EqFOZlLHWds1RKC5vNeLEkcoSZ\neNbNjnFeX4sf7appGIrZpCz6hG1X2gHfx6S8Qcmg1Km1k0d7jI8bc8MNyfa4yFd4ZErogQQgVEG4\n7LJ8IXk8nFkKp5wJ8rFaLZ06I3lJ6XNvZ/mrej0dhRW65oTUNZ0/vzVvfsiaTz1wUrhmt+Y8tr1W\n89dfzIpm417J4eGZ5zuYjVBl0dW4DiuLLsUA0Wn3s2+zQytepRJbcrhXgpZ3oJPTt2H7LFJXXJH+\nfrsL3vN7D82pnCnlVepTaeNtp3LTrTCHVq8rhbLu3p1m5ssKtZlLFkXXZoi5GO161lSg7e9PkoE0\nq9BwQWnnTiuw0veymBk5pLkzEyWJ6PXz9rfPs7hs2cyPU996Xig0X7OrE3C11cdUyI1GEkHJtddm\nR8a0CxhGyPPrQiJA8iiL1IuPece4duAa2qxRUto7O7WXU/AIHOwv1/reqefHFZlQmSG01myneQVw\n3UTnAL12SB7rTACZ8xcvtnNlaChZN9LVRpRtpXQfhR+qLLoa12FlkS8MEtNflverVeBiWa3GHhrp\nc7TkFAo2xBQXknnz0pPTt2H5co4kcofQ8I28kEgNpHBaTtmdpfA2Cyrk8z6VGNI6mbM0W8DDtXbs\nyOdZNKZ7inInUa/bMUpZfItF+540x5sBnz9btyb7fXAwf5/y9XDr1jSzX965x4XWpUt7P+y4Vks+\nO0np75X2dKtNLkiCepbxghuNJIH9+utn7h440zCGx7Zaa5UrUKOjsmGSE801w4xNjbGSjNApdCq3\nP28b8qRDUOQpndFJxnLJgHLZZcbccUdvrJtUXlq1Kma3zbOfowd6LhmLOw1VFl2N66Cy6LKAdYPk\nJotspFazxBM0NIYmwdOkcfqb4WG7WFJhLcuCMz6eLHDbKUGECggjI7atURQzwtHvbd+efE6dsI5y\nAWHHDmslr9fTyf3Dw70jnHUTfNzSnLy8m7QxnTfMzBTQQ83rkuH8bYdVmgvY4+NJIa0ZS61LUMIa\ncT6qd187pXC4Xrck+8qHdLqsDYcrl7ybbfKhXk/XWAxhtqQEb9w4d9ttM9N2bAtVtPIQMklyhXQU\nCu6c5XaVA6KG5pkyyHUqtLSZNjSrhNRqtqanjxV6JjyLvRx1IxkFmmnjXDQWdxKqLLoa10FlUQqX\n4QN+pnKqfCUl6MYhHa76UzzvwhUewAX0ej1dUwwL6LYD9HoYjrBiRfJ6XEHlpUU6FYKKi3OlkixL\ngLTkqKSPjMSK5LGOatVurNVqaxvcTBlmOg0aPuQTNtoh3FNhMK9H14Vq1ZjzzkuGErsMUqGgDI+o\nOPf6M67Xbbt5rlozNUlbhSuXnPZnrxmv6DzIQ9SCewP3aLdzDwpBvW49is3s/7Wa9aD7nhmGt7qE\n5U6XA+okekEBaLUNWIyd585GUcz02Wn0Qj+6IEWv9VLu9FyFKouuxs2wsshDrFotXB4KnyVRKvLL\nra4f+EB6QeGhPNdfH4fTICQBXeqXdhE6SAKEK8cFhWkaijo4GLPGdQK4ONOSBi6hv1XmSbxeNz1p\nrV5fGj/NbnBzhezGl1+GNPHttkpzK28UNReq7QohbNVAw0sBYchSr4KO6/nz08LiTI9NKZecrkO9\nlLNIkWctwL0BDXS0qLwv37GT4MavPOVpajXZMz1/fu+EEnYa3d7fmgVdr6SQ4tm8P7UTnHhLlcXO\nQ5VFV+M6qCxywWjduvSilreIfCuglkS6yPJaRIWCLdSMi1kUpS319Xq6sPCGDf4SHbgASsJuu7x5\n/Nx798rXo55FKV+w04xuVKkdGYn/l6iim81d7LYnrR3Xb6eC1+thN6Hg43nJktg4sm+fMW97W/uF\neyn0zVUDzAeJcj6kaHfIebtRHqZZ+Gjru+HFo0ZLVBCHhmxOaa/VWGwWfN5s3y7XaZtpUO993vWy\nWk0bG2aCZKYX0O39rRVIBvp27PlzDc1EDyhagyqLrsZ1UFk0Jg5vdA32duUOhAI9bWhhxUW2WrVe\nNUwmrtXse297myyscwWL5i1KJTo4lT/3LrTLkiYpi1yx5ZbykNzSdoNbubEGmFSEttm+6bYnrV11\nFtup4PVy2E0ocOwUCtbogXm4+/Z1bi2p1dLe72bmSL2eDglvh8V4thkCeEg6L4rdDWEfw73Hx2OW\n7NkoiLvA94YossyzvaIM510v6TrAvVPHgmDd7f2tFfCwb1qGYyaZnGcD5sKePZugymKXlMWQBW2m\ncgdQcaUbC2VIowrc8LD1HPjYUOn30Tvmylnk9Zk+9Sm5MH2r4EoYnpPmNElCLieY6fRmS9uDzyA0\nBzQU3Rag23X9VjeLet2Gs3zqU3NnE67X06RMvFZWO6MUJPbIZggHXGGo7VCOZptQQdvbK+FWtZp9\n1h/72OwRxENDEalyxY1xvbAu5F0vfeHovf7M2oFu72+tgK+n27bZ0Pm5tEcpZidUWeyCssi9eN1i\n7sK28GRhajWWQjHp9zj5BN140RLmE9bwGrTOE7LAtbtfpHaEbCz1uhXSOk3DzT2dmC/DN//R0XQO\naF6gx7Kb466bAryrr+cC+HhBT2MnPIu8PuKiRe2pzabhRRbUUNStMVqtJstnDAz0viCeNxSxXrdC\nOWXjRmG9F5BnvfQpi1KJrrmIbu8vzYKvp7t2xXWue3m+KeY+VFmcYWWRbmIjIzHTZrcWAqk205Il\nsVCCZTAkRVFqc54QENoXuCC6lNBOolc2Fr7JF4u2Xdy7MDzc2piZzTkdFK2QGEgC1UyzHnYK3EuH\npB2diFLg/dhsHVIefjnT9dF6Fd3OuazX02QphcLMrs/NIG8oItZd42vCNdfMTHvbCTTY8nspFHon\ntFaRBn9ua9YkDfmzIedaMXfRTWWxAMcgJiYA7r8fYHIS4OGHAZ580v7/wAP2/ZlGpQKwcWPyvaee\nAnjwQYBGA+CccwCeeCL5+bp1APfcA3DXXfZ+Go3k+U49FaBUAli5EmBoyH1t2hdPPAEwPAzQ1wew\nYYP9fybxy18CHDyYvJduo1i0/Xfcccn3f/CD1sYM7fdujbtW0WgAbN4McOaZ9m/e5/brX6ff2769\nt55/syiX7Vjeu9ce+/fbOXvBBQCDg+25RqMBcOCAXTsqFTvfKxWAs89uvs333gtw990A111nxSOF\n7dNKxa6Lp55qj5nEwYN2P6BYtgzgzW+2z6xXgftQX58do75+azQAzjoL4NFH05+96EWda2OnUC7b\nOT82ZuclolgEOP747rVL4cfEBMBDD9n/i0WASy5Jyl6Fgl+eUijmKo5JZZFuYiMjVjEK2dA6BdxY\ntm1LfzYxYZVGjmeesW0/5xwrqL/0pbGQXS5bJXJ42C5055xjBVZJCKd9ceqpAN/6lhUWAQDOPbc5\nJSAUKOwePmzb/8pX2oPey0xj0yaAVavi19PT1piwaZPtb0Sp1NqYySNI9SpaVXi5Ag4A8MgjAN/8\nZlua13U0GgCPPWbHTbkcj/d2jG2qqG/ZAvDlLwPs3Gn/cuNRXlx6KcDrX9/9udgrQCV63z77txcU\ntIsv7o12+JCn3yYm7FyhKBTs2tis8aPbKJcBXvtagA9+MH7v6FE7RxW9CWpoP+UUKztR5dAYKw8o\nFMccuuXSDDmgwzmLGPbYKyGQnCJ93z53OEuplCbRoMQLUv6RK/+Q587NBJMZD3/lRbu7GeqB4VA0\nZ7NeN+YjH0n297ZtrY2ZXhl3zaJVEgMXocr113emvTMJyqTc328Z9toZdkznKJ1DmGvcSjmUXpqL\nijQjdCdr/nYLtVoyJzOK7P42W9dGil27kutbu+oWKzoDypK/bl1yXDZTkkihaBdAw1BnHuUywEte\nEls7ux1y1WgAfPazyXb8wR/Y97/85WQoC4ANkVi0yH2+lSutZ7FYtK+npmyIz1lnJT0FjYb1TFx0\nkf17+DDAr37VeW/rxIQ9JicBHn8cYMWK+LMNG7rraRsctB5W6pl96UsBPvzh5Pee97zWrPt8DM42\noAf7M5+xf/PeR7lsw045Fi5sT/u6iTvvBHj6afv/M88AvOpV7Q07XrkyXhMKBTtOp6bsNVu5Bj0v\ngA2dnY1e77mEchngppsAosi+LhQAfvaz7rap3XjgAet1QxgD8A//0L32tAuNBsC11ybfW7CgO21R\nhOGBB6xMMjVl05TouHzPe2bvfq1QtIJjVllENBpWETjzzO6FXGFI2cc/nnx/ctIK4d/8pv2f4sgR\nG8a3caNVCDduBDjjjPh8W7YAfP/7sdKIOHQoKUTSUML777fK5Lnn2s/uvrtzYVdUKJ2etsfoaJzf\n1e0F+dAhK4BPTtow4IceSiryAwMAf/RHXWteT4AbGpqZOxs3Aixdmnzvmmtmf+jja14D0N8fv/75\nz+N84HYYYA4dioWYqanYMNTf39o1Dh2K15pi0Srz3Z6LCvs8Bwbs/319cy9vSspfrlZnZy43xcSE\nnVOIVavifVoxO4Dr+Lx5uucrjl0c88riwYOxh2tiAuA735n5NqDCNj1tX6M3cN48K4SffXZS8KQo\nFJJ/6fmmpiwRy/btAGvWyEJkpWI9eUjkggpStRqfqxOCOxVKAWwewN/8jd1Ie0E4deW1jozY/nz8\n8fYRlcxWtJqziMrmU08lx+8PfjD7hcTBQYDvfQ9g+fJkPnC78t4o6UqlAvC1r9kcm6kpa4hpxtOL\n5x0ZsevByIgKtr0Cul5OTc29vCkpfxn3pNkMnKelkt2DeyXnVeHGpk32mRWL9u/3vgewYwfAHXfo\ns1McuzjmlcVeACpsiFNOsQrJY4/ZxelNb7KCwuAgwNq1Mevh855nvV5TU9bzhQI2J085+2yA++7z\nC6pRZC3XqBStX2+JLppluvSh0bChruvWJd9//PHeITeh5Az799tj3z5rXLj4YlUUAeJxWyrZ8ZLX\nk4WhyMZYQ0mrpEG9hnXrrBKN825wsH1hx5w85Kc/jUNRDx1qTZmYmkr+VXQfc4EQywdOIAYQk4vN\nZuA8vfdeuwfrvtH7QMLBf/1X+3fpUoD/8T8Azjuvs4R/CkUv45hXFrkVqRuW9HLZUtUjHn3UCgSD\ng0mv43/+J8AnPmE3nv377XcwlJNaYV0sdFJeJlJFozfx6qvt7268MX6/naUdMOT23HNtm6+5Jvn5\nhRfavMleAM0ppP+3k9VyLqDZfN+VK2MvOp5n5865Y31vNOz8OvXUztwPHZPtUiYOHowNUA8+2J1I\nC0UavcjI2k5gqZnR0TiKplSa/Z5FgNmfm34sgj6zuVDmSqFoFce8ssitSN1a0KUwHICk13FqyoZq\novD5wAM2dxHA/qUlNrhy46qHV6lYbyWAVUjPP99u0Js2dcaSTRfeatXmidJSFYcPp0l4ug2qHLZa\nW3AuAQ0NU1PN5RfRvDsAG4q6ZcvcEKpmepzMdWVCMfeVjnLZ7j3o0Z6cnP2eRcXsx1z36isUITjm\nlUWA3tiEh4Zii+rAQBySUy5bLx96EJsRyn2WsXIZ4B3viF8fOWLZVzslfPKF94wz7PmXLYu/w0l4\nugku9B88qFZGRKubaKWS9BwcPWoZgeeCAt4Na3Q71jGMtMBQd81ZVMwUMD1h1SprOFqzRgVzRfeh\nhjiFQpXFnkCjAfDqV1uKfQArNFMv4aZNcm6YT7Cj3rCTT7ZlNopFObfs+OOTr3Ex7IQSzRdeAKsc\nfuMbbhKeboKW+JiYAPjNb9TKiGh1Ey2XLZMqxYc+NDcKwc9WazRGWmCouwpGipkAspK/8pUAjzxi\no1weegjgRz/qdssUit5wKCgU3YQqiz2AiQlL7oKYnga45JKkwDw1Zd+npBMuwY56wzZtAnjhC214\n59RUugSHVAcKr9up3DxceAGsgLB5s00ebydbZLtw8slJwo8rrrBMk73Wzm6h1U30z/4sXUOUkjXN\nVsxma7QKRoqZBrKSc9x888y3RaFQKBRJqLLYA6hUkrUQAWwxWBSYkXRiejpNOlEuW68FLXHB8wLR\nYwlgrbZUED940JYuQPT1WcXt8GGA00/vbM7Vv/yLbevUlP375S93jgykWXB21kcesXk0Kky3B4OD\nALfemnxv+fLZ44nzQZUuhaI1vPCF3W6BQqFQKLqmLEZR9Kooih6KoujhKIqu7FY7egGYl0gxNBQm\nMEtEGhgCh2xytEZjVomDz3/etuessywra6dyrhoNgMsuS7532WW9RxrDi6vPFYa+XkGjAbBtW/K9\nefO60xaFQtEdbNoEsGJF+v2TT575tigUCoUiia4oi1EUFQDg0wBwDgCcCgB/EkXRBv+v5jZe/nKr\n5BUK1tty992xR8KXmygRaZTLNlRyeBjghz8EWL3aCuRjYwDf/nbS07FxoyXUAbB/N2+25/z+9+Pv\nrFzZfk/PxITNVaSYmuo90pjBQYAvfcnWoQSw/UzzSRWtYWLCer8pHn20t8bAbIGWdFHMVpTLdm9a\nuDD5voslXKFQKBQzh255Fs8AgEeMMYeMMUcBYBQAXt+ltvQEymUbhjk4CPDjHwO86U2x0OcjnXAR\naRw6ZIt0T07a0MkTTwQ4++x0SNyhQ3EeIypClUqsnK5ZY3MJ2x1KV6lYxtdi0Sq1Gzf2LhnIy18e\nt2lqCuDSS1UgbxekEOxQr7oihpZ0Ucx2lMsACxbEr0dGlI1XoVAoegHdUhaXAcAPyOsfPvveMYtG\nwxaq/+EP3SUupPwn9CJ+5jP2L35OQ1FLJcs6KQmRlQrAunX2/6kpgIsvtv/fe6897rvPKrCdgjHW\nm/r5z6fvoVfQjvIlChnlsvWiDw7KXnVFGLRwtGK2Y2LCGjYBrBFxxw5dBxQKhaIXoAQ3PYKDB5OM\nqEuXhucsbtlilcEtW5LK4Mc/DnDDDVaA9AmRv/pV/D8S6HSSnKPRALj99pi05/HH7bXe8x6Ac87p\nTa/Ipk2x8r1ypeYttguNhvWiP/WU7VvuVVeEgRqHdHwqZiNolIzW+FQoFIreQSn7Kx1BDQCoOLP8\n2fdS+PCHP/zc/2effTacffbZnWxXz+BHP7ICc5ayJnkUTj3VehHvv9/WZ9ywwXrDpBDPgwctu+dM\nodGwiteDD1rrMeLo0fh+vvMdgFe8YubaxNFo2H4BsG0tl+3xxS/adj3xhFVqb7wx/lzRHHD8Tk/H\nrL04jrG8iiIbGGFw1ll2fG7ZMvtKdigUH/+4zQ8/4wwduwqF4tjGN7/5Tfgmp+TvEiJjzMxfNIqK\nAFAFgFcAwI8A4DsA8CfGmAfZ90w32tcNNBpWqTt8OH7v1lsBLrgg+3ebN1sBe+NGKyBOTNjcpclJ\na6W9+26A5z9fLkuxd68thIwYHgb4j//o3EY9OgrwJ38Svy4WbSjq9HSyTd1SFrE4NNb8qlRsniiA\nLSXy6KPxd4tF+7kK5c0Dx+/EhB0Dxlg21Mce62z481zE3r02lB3n/b59qnArZgfoOnDKKTZPXue/\nQqFQxIiiCIwxUTeu3ZUwVGPMFAD8JQD8TwC4HwBGuaJ4rKFcBvjnf45fR5FV+EJ+x4t/c9KbM85w\nh5Qi02qhALBqFcC//VvnFJ9GA+B970u+NzVllYSBAZntdaYxMZFkO8UC8ZwhFqA32VtnG3D83nST\nHYMAVtmZSW/3XACWokGyqqwSOQpFL2FiIq65++ij1kOuoegKhULRG+hazqIx5h5jzHpjzFpjzN93\nqx29hCNHYhKVUgngZz8L+x3PL5QUSN9v9++3SuJ3v9tZa+7EhM1Nk3DkiM2v5GyvMw1kaUVs2GCF\nbmSIpaGzAJ0pK3KsoVwGeMtbbP/29dn+1D7Nh4kJa9gAsGP0k59Ub7di9qBSsR5FxKFDaoRTKBSK\nXkFXwlBDcSyFoQLIIaXNCHyNhhUeK5X8v2/ltyHn3rwZ4HvfS4adIsbGAF772vZesxk0GjZvEiCZ\nO9No2Lywt7/d5tf199t7QTZZRWtoNOKcW1V08qFda4dC0S0cPmw9iocO6RhWKBQKjm6Goaqy2GNo\nNAC++U0b8vjGN+b39KHQiEJ3ng23ld/mad9ttwFcckn6s9FRgDe/ub3XaycajWTeouaFKXoJqmwr\nZjt0DCsUCoWMYy5nUeEGlhL4q78CWL06JrxpNAAOHJDzOOhnrdRbm4labeVyMsyT4sc/bv/12gme\nt6ghqIpeQifL3SgUMwEdwwqFQtF7UGWxx3DnnQBPP23/f/ppG/aIHr8zz7R/qcKI7J2bN9u/qMA0\nU2+NE+N0ShHauNGS6UTEPjIwAHDeeZ25XruAeYulEsCaNZaxT4Wa9sFnEFEoFAqFQqFQzDw0DLXH\ncPiw9Sg+/XRcQuDQoWQpDBr6yEtf7N1rPXdYby0knJTmKQJ0NgwIldsHHrCK7Ic+BPDLX1pFcTZQ\npWuYVGeA4+LBB+347TbRkUKhUCgUCkWvQMNQu4Be9WIMDloF8dZb41pzeT1+hw5ZRTEknJR7LQE6\nGwZ08GBcU++JJ2wdye3bO3OtdgLHC4CGSXUCOC6mpuzfHqlDq1AoFAqFQnFM45hUFn1hnb2AwUGr\nRKGnzVcKA+sk0hqFeZTLmchT9GF6uvfravX6eJmLuPRS7WeFQqFQKBSKbuOYVBa7rSA1A1fiP9ZJ\nvPfeOHQvT53FmcpTRKByWyzaayJ6ua7WbBwvsw2bNtk8VsQPfqD9rFAoFAqFQtFtHJPK4kwrSDMB\nntoZyipHFcu77rKKUSc9OuUywNe/DnDTTQDf/rYliun15zAXx0uvAcfhqlXWkLB+vfazQqFQKBQK\nRbdR6nYDugEUTOcCUUk7aiOWywDz51vvzlNPda7GIrZ3yxZbzH7pUoCxMVvgvpefw1waL72MctmS\nOhljw5Mp8ZL2uUKhUCgUCsXMQ9lQZzkOHIiZUgsFgH/6J4DXvjbfOQ4fBjjlFKu0AXS22PyBAwC/\n//tWGQAA6O+3tQt7mQlVlZaZAWf2XbUK4MknO2u8UCgUCoVCoeh1KBuqomlUKgBr19r/p6cB/viP\nrfKXB3feGSuKAAALF3YuBLBSsR5FxDPP2PDXXgV6bjdvBjj9dNu3vcqkO9vx618nXx86pHmiCoVC\noVAoFN2EKouzHOUywIUXxq+PHMmvfL3mNQADA/HrE05oT9sklMsA3/iG9SgC2L9nntm567WKiYm4\npMOjj1ql8aUvVWbUTuC445KvV67UPFGFQqFQKBSKbkKVxTmAN77R5noB2L+nnw5wyy3hHsbBQYAv\nfhEgeta5/eijnfXkrFtncxaXL7fe0De9qXeVrkrFhugiDh0CeOgh9Xh1Ahs3xkaLgQGAu+8OY/RV\nKBQKhUKhUHQGxyTBzVzD4CDAY49Zj+LppwO87GUATz9tFcfHHgvLB3zxi62A/vTTtmbj0FDn2tto\n2KLrTz2VVLo6kSPZKsplgG99y9aBPHTIsnROTgI88ogN/1WPV/vwwAO2bwGsEeFnP+vNMaFQKBQK\nhUJxrEA9i3MEg4MAF1wA8K//ahU+APs3NCQV88MAbMjlk092pp2YA/ie91hCntkQZjg4CHDffdbL\n9eUvW0KeqSmriPeqR3S2odEAuOQS268Admx00mChUCgUCoVCociGKotzAEi4cvgwwD/8Q/z+wIAt\nUxGCSsWGhxaLnfWYYQ7g9LQlt1m82Cq0vR5miHUrv/lNmxcK0Fx+qELGxARAtRq/PnIEYHy8e+1R\nKBQKhUKhUKiyOOuBnrozz7Shko88Yt8vFAC+9KXwkhSNhvWUddpjxnMA//M/O+fF7ARe85pkfmio\nMq7wo1IBGB5Ovnfppeq5VSgUCoVCoegmVFmc5ZiYsPl+k5MATzxhBe6+PoAXvhDg7LPDz3PnnTPj\nMcMcwDVrZkcIKgfmh956a3g+qCIb5bIltCmRLOonn1QCIYVCoVAoFIpuQgluZjkqFatsPfCAVbzu\nuisuZJ4ntPPssy0bqjH2byfLWWAO4P33529nL6Bcnp3t7nX89Kc2PBmheYsKhUKhUCgU3YUqi7Mc\n5bItLUAVr2a8XT/9qc1XnJy03p2f/az9beUwpvPXaDcw7Bf7W8s6tA8Yivr44/b10aM2b1G9twqF\nQqFQKBTdgYahzgEg+UorSkulArBhg1UY16/vbGhooxEXtn/pS2dXXhoN+9U6i+0HDUM1BuC88wAe\nfrh77VEoFAqFQqE4lqHKoiKBKOr8NQ4etErX5KT9+53vdP6a7QKG/c7GfMtex8QEwKOPJt87ehTg\n5S+fXQYFhUKhUCgUirkCVRbnGLCMRl7hemIC4KGHrAJXrarHzAUM+923T0NQ2w2JERXAloSZTQYF\nhUKhUCgUirkCVRbnAGidRSyjsXlzPoVxJj1mmzbZ6xWL9u8ZZ3TuWp1AO8J+FWmgIr5kSbdbolAo\nFAqFQqEAAIhMD7OMRFFkerl9vQBKuDI8bMtnTE5apW/fPqvU5DnXTDCUNho2FDWKrKKoSpcC0WgA\nvPjFyTzFDRusZ1HHiUKhUCgUimMRURSBMWYGksXSUDbUWQ5KuPLYYwArVlgPYzMkNegx6yQkNlGF\nAiHlLW7bpoqiQqFQKBQKRTegYaizHJUKwNq19n9jbI3FXnbGKpuowgcpb/G447rSFIVCoVAoFIpj\nHqosznKUywAXXph8b2rKktWMjvYei+RcYBNtlkRIkY1yGeDuu21txUIBYNUqgJGRbrdKoVAoFAqF\n4tiE5izOARw+DLB6NcDTT9s8wGLR1qubnMxXOL7RsJ6/SqXzOYszkRvZCUhhtLPtHnoZWIPzgQfs\nGJ6e1n5WKBQKhUJxbKObOYvqWZwDGBy0+Yq33mo9ijfcYOvT5Qn1RCWolFtOlAAAEqNJREFUGSbV\nvJjNbKIaRttZYA3O6WmAZ57RflYoFAqFQqHoJlRZnCMYHAS44AKApUsBbrnFhqIChBPdTEzYY3LS\nCuYqnMuYC2G0vYxf/zr5ulTSflYoFAqFQqHoFlRZnAOgOXQTE9a7CGDDUT/5yTAP3sqVVgECsAL6\n0FDn2jubgbUA9+3T0MhOgJPZXHwxwF13aT8rFAqFQqFQdAOqLM5y8PDRlStjz1eegveHDlmvIoD1\nSj75ZOfaDDC7SWJmcxhtr2PTJjtui0WAgQGAHTsAtmyZneNEoVAoFAqFYrZDlcVZDp5D9+CDANdc\nA/Dxj+fzyMxkeOVM5kcqZhfKZYD9+wFuuskaLTRnUaFQKBQKhaJ7UDbUWQ5kj3zwQYB16+x7Dz5o\n/1YqVvAOVRhniqX0wAGrKE5OWuV03z7rqVMoEIcPA5x1lvV4b9yoIb8KhUKhUCiOXSgbqqJlRBHA\nkSMADz8cv/fQQ/k8MjMVXqkkMQofGg0bevr979uwas1ZVCgUCoVCoegOVFmc5UBCm8lJ64VZvDj+\nbN263lTElCRG4cPBg9bIMTVlx3Sn82cVCoVCoVAoFDJUWZzlQC9dqWQ9dU89Zf8WiwCFHn66ShKj\nkNBoAFx2WUy2FFr6RaFQKBQKhULRfvSwOqEIAXrpdu60Avb0NMDRo9YrU60qMYhidoGWfokigKuv\nVoOCQqFQKBQKRbegBDdzBEh088AD1qs4PQ0wMpKP4Eah6DYaDVs+A0maBgYAHn8cYHCwu+1SKBQK\nhUKh6BaU4EbRFkxNJT2L09PdbpFCkQ/lMsA73hG/PnLEEtwoFAqFQqFQKGYeqizOEUxMJJlQAexr\nDUNVzCY0GgC33Ra/HhiwzKgKhUKhUCgUipmHKotzBCtXAqxYkXyvV9lQFQoXJiYAHnnE/l8oAHzp\nSxqCqlAoFAqFQtEtqLI4B4B16WiJgWIRYPt2zVdUzC5Qdt9VqwB+53e63SKFQqFQKBSKYxeqLM4B\nTEzYcFPMUSyVrNB9xhndbZdCkRflss1RHB4GeOIJawRpNLrdKoVCoVAoFIpjE6oszgFUKgAbNsSv\nly+3Ard6FRWzEYcOWUVxctKy+2rerUKhUCgUCkV3oMriHEC5DHDddfHrJ54A+Md/VI+MYnYCQ1H7\n+gA2btS8W4VCoVAoFIpuoeeVxWXvi+Crn7uy283oeRx3XPL1FVfYuouqMCpmG8plgHvvBdi3z/5V\nD7lCoVAoFApFd9DzyuLhMsAfPblNFcYMbNpk87woHnpIQ/gUsxPlMsBLXqKKokKhUCgUCkU30fPK\nIkT2zwf/48butqPHUS4DfOpTyfeGhjSET6FQKBQKhUKhUDSH3lcWjf1z7W9d1t12zAK8/OU236tY\ntGUHNIRPoVAoFAqFQqFQNIvIGNPtNjgRRZFZdlkEOyqXwxve+bFuN2dWoNGwoaennqqKokKhUCgU\nCoVCMdsRRREYY6KuXLvXlcVebp9CoVAoFAqFQqFQdBLdVBZ7PwxVoVAoFAqFQqFQKBQzDlUWFQqF\nQqFQKBQKhUKRgiqLcwyNBsCBA1pfUaFQKBQKhUKhULQGVRbnEBoNgM2bAc480/5VhVGhUCgUCoVC\noVA0C1UW5xAmJiwT6uQkwAMP2P8VCoVCoVAoFAqFohmosjhH0GgA/OpXABs2APT1AWzcaMtnKBQK\nhUKhUCgUCkUzUGVxDgDDT889176++26Ae+/VOosKhUKhUCgUCoWieaiyOAdAw0+r1fg9zVlUKBQK\nhUKhUCgUzSLq5aL3URSZXm5frwA9i/ffDzA0BDBvHsDDD9swVPUwKhQKhUKhUCgUsxdRFIExJurK\ntXtZGVNlMRwPPwzwilcA/OhHAFNT9r2+PoB9+wBe8pLutk2hUCgUCoVCoVA0h24qi6VuXFTRXjQa\nAK9+NcAPfxi/VyopyY1CoVAoFAqFQqFoHpqzOAcwMQHw/e/Hr1etArjnHg1BVSgUCoVCoVAoFM1D\nw1DnAGjO4vAwwLe+BTA42O1WKRQKhUKhUCgUilahOYsOqLIYjkbDKounnqreRIVCoVAoFAqFYq6g\nm8pix8JQoyj62yiKfhhF0X3PHq8in/11FEWPRFH0YBRFf9ipNhxLKJctkY0qigqFQqFQKBQKhaId\n6DTBzQ3GmBvoG1EUjQDAmwBgBACWA8DeKIrWqguxdTQaNn+xUlGlUaFQKBQKhUKhULSGThPcSO7S\n1wPAqDFm0hjzBAA8AgBndLgdcx6Yt3jmmfZvo9HtFikUCoVCoVAoFIr/v737j9GkvusA/v5SOGIF\noY3K4bVXaM6Go6fS0x6GQrlo5IdpClaD6B+U+DOlto0xKSU0lpBGpammxoT+UzXFWCshsT9IpcXI\nYZSDOwNnXRaOA7wC156aGOs2/mEPvv4xs7fDzu7tPvs8u89zz71eyeZmvjPfZ2bnM9/53mef+c6c\nzNY7WfytUsqBUspnSinntGVbkrzYWedIW8YQZmaaMYvHjiWzs800AADAWg11G2op5cEk53WLktQk\ntye5O8mdtdZaSvl4kj9M8muDbuOOO+44Pr179+7s3r17iD2eXjt2NA+3mZ31fkUAADhZ7dmzJ3v2\n7Bn3biTZoKehllLelOTLtdYfLaV8JEmttd7VLnsgycdqrY8tUc9QxgF4IioAAEyXaX0a6ubO7HuS\nzLTTX0pyYyllUynlwiTbkuxbr/04lXgiKgAAMCrr+TTUT5RSLknySpLDSX4zSWqts6WUe5PMJvlu\nklt8fTi8ubnksfa72UsvlTACAADD2ZDbUNfKbairMzeXXHZZ85CbpBm/+MgjEkYAADjZTeVtqGyc\nmZnkqacW5p9+2tNQAQCA4UgWp8COHcn27QvzF13kaagAAMBw3IY6Jebmkn3tY4J27XILKgAATINx\n3oYqWQQAAJhQxiwyEnNzyd69zb8AAADDkCxOiW9+M9m5M3nnO5MrrpAwAgAAw5EsToG5ueTKK5Nn\nn02OHWuehOppqAAAwDAki1NgZiZ5/vmF+dNOS7ZuHd/+AAAAJz/J4hTYsSN585sX5mtNXnhhfPsD\nAACc/CSLU+Dss5OHH062bUvOOCO5+GLvWQQAAIbj1RlTZG6uGav41rd6zyIAAEwDr85gZOTWAADA\nKEgWp8TcXPPKDK/OAAAARkGyOCVmZppbUI8dS2ZnvToDAAAYjmRxSuzY0YxV9IAbAABgFDzgZop4\nwA0AAEyXcT7gRrIIAAAwoTwNFQAAgIkiWQQAAKBHsggAAECPZBEAAIAeySIAAAA9kkUAAAB6JIsA\nAAD0SBYBAADokSwCAADQI1kEAACgR7IIAABAj2QRAACAHskiAAAAPZJFAAAAeiSLAAAA9EgWAQAA\n6JEsAgAA0CNZBAAAoEeyCAAAQI9kEQAAgB7JIgAAAD2SRQAAAHokiwAAAPRIFgEAAOiRLAIAANAj\nWQQAAKBHsggAAECPZBEAAIAeySIAAAA9kkUAAAB6JIsAAAD0SBYBAADokSwCAADQI1kEAACgR7II\nAABAj2QRAACAHskiAAAAPZJFAAAAeiSLAAAA9EgWAQAA6JEsAgAA0CNZBAAAoEeyCAAAQI9kEQAA\ngB7JIgAAAD2SRQAAAHokiwAAAPRIFgEAAOiRLAIAANAjWQQAAKBnqGSxlPILpZSZUsrLpZSdi5bd\nVko5VEp5qpRyVad8Zynl66WUZ0opnxpm++OwZ8+ece/CKU8MJoM4TAZxGD8xmAziMH5iMBnEYTJM\nSxyG/WbxX5P8XJKHu4WllO1JbkiyPcm1Se4upZR28aeT/Gqt9S1J3lJKuXrIfdhQ0xL4k5kYTAZx\nmAziMH5iMBnEYfzEYDKIw2SYljgMlSzWWg/WWg8lKYsWXZfk87XWY7XWw0kOJdlVStmc5Oxa6/52\nvXuSXD/MPgAAADB66zVmcUuSFzvzR9qyLUle6pS/1JYBAAAwQUqt9cQrlPJgkvO6RUlqkttrrV9u\n13koye/UWh9v5/8kyd5a6+fa+c8k+UqSbyT5/VrrVW355Uk+XGt99zLbPvHOAQAATLla6+I7OTfE\n6SutUGv9mTV87pEkb+zMv6EtW658uW2P5aAAAACc6kZ5G2o3sftSkhtLKZtKKRcm2ZZkX631aJJv\nl1J2tQ+8uSnJF0e4DwAAAIzAsK/OuL6U8mKSn0xyfynlb5Ok1jqb5N4ks2luP72lLtzv+v4kf5rk\nmSSHaq0PDLMPAAAAjN6KYxYBAAA4BdVaJ+InyTVJnk7zjeOH27LPJ3m8/fm3JI8vUe/MJI8leSLN\nex8/1ln2Y0n2tsv2JfmJVWz71k7565J8LcnBJF9Ncs6o6ie5Lc0rRZ5KclWnfGeSr7ef9alO+ab2\neBxqf6etnWXvbdc/mOSmccShXe9wkn+ZP96d8js75Q8k2SwOq47BrSM6l7WFDYpDmrHYf5/kyTTX\npA9qC2OJg75hMq5Jh6NfWO+28Eh7LL+Y5KwBj4O2sEFxiL5hZHEYIgb6hTXEYM2NZZQ/aW6HfTbJ\nm5KckeRAkosWrfPJJB9dpv5r239fk+TRJLva+a/OH9Qk1yZ5aJBtJ7krCwnTrUn+YBT1k1zcnoyn\nJ7mgrT//Le9jSd7eTn8lydXt9PuS3N1O/2Ka91jOn1zPJTknybnz02OKw/NJXrdE+Vmd6Q8k+bQ4\nrDoGTyTZnuHPZW1h4+KwOckl8+d+mgvy/HHQFjYoDu0yfcMYr0ntMv3C+raFfUkub9e5OcmdAx4H\nbWHj4qBvWN9r0ooxaJfpFwaMwXq9Z3FQu9KMX/xGrfW7abLh6xatc0OSv1qqcq31f9vJM9MczNrO\nv5LmgCTNQVnqyasn2vZ1ST7bTn82yfUjqv/uNIE7Vms9nCbz31VK2Zzk7Frr/na9ezp1up91X5Kf\naqevTvK1Wuu3a63/neavEtcssZ+rMVQc0jzkqHdO1Vq/05n93jRxGWTbp1Iclvs9hj2XtYXBrDkO\ntdajtdYD7fR30vwlcEtnfp62sLJh2oO+YfzXpES/sN5t4Ydrrf/YrvN3SX5+gLqJtjCoNcdB37Du\n16TVtAX9whpiMCnJ4pYkL3bmX2rLkiSllCuSHK21PtfOn19Kub+z/LRSyhNJjiZ5sHPgfjvJJ0sp\nLyT5RJqvcRfXP9G2z6u1/nvSNPIkPzjgvi9Xf3GdI23Zlrb+Up91vE6t9eU0T5V9/Qk+ay2GikOa\nBvdgKWV/KeXXux9cSvl4G4dfTvK7S9QXh+X36Ycy/LmsLQxmmDgcV0q5IMklaf76N1+mLazeUHHQ\nN4z9mpToF9azLWxJ8mQpZf4/mzekudVR3zCZcThO3/CqzxrUUDHQLwweg0lJFlfyS+l8m1Vr/Vat\n9V2d+VdqrW9Lc2JcWkq5uF30viQfqrVuTXMS/NlS9QdQV15lXet3jeMdlCeMQ5J31Fp3JvnZJO8v\npVzeWfejbRz+Ms0tFuIw2DaGPZe1hdFsZ9XHsZRyVpq/6H2o+1djbWEk21lVHPQN62aQtqBfWD81\nya8kuaWUsj/NN1L/l+gbWhMZB33Dulh1DPQLg5uUZPFIkq2d+Te0ZSmlvCbJe5L89UofUmv9nyQP\nZeEr1ffWWr/QLrsvzde/q952kqOllPPa/dic5D9GVP9IkjcuUWe58lfVaY/J99Va/2uF7Q9qqDjU\nWr/V/vufSf4mSx/vz2XpWwPE4cS/x01DnsvawmCGiUNKKaen+c/AX9Ral3uXrLawsqHiME/f0Ksz\niKFioF9Y37ZQa32m1np1rfXtaW5pe261ddtpbWEww8RB37CO16TVxmCefqFXZ3l1DQN8R/2TZpDp\n/IDPTWkGfG5vl12TZQbOt8u/P+3gzCTfk+Qfklzbzj+Z5Mp2+qeT7B9w23dl4SlLyw1WHbh+Fgar\nbkpyYV49WPXRNCdoSTNY9Zq2/JYsDFa9MUsPVp2fPncMcXht2gHaaf6i809ZGCi8rbPeB5LcKw6D\nxSBrP5fnB05rCxsUh3bZPUn+aIlybWHj2oO+YfzXJP3C+reFH2iXn5ZmjNLNq6yrb9jgOLTL9Q3r\nd01aTVvQL6whBgM3lPX6SZOMHEwzcPMjnfI/T/Ibi9Y9P8n97fSPpHmlw4E0j4+9vbPeZUn+uT3I\ne5O8bXH9Fbb9+jSDZA+mGQR67ijqt8tuawO++DG4P57mcb6Hkvxxp/zMJPe25Y8muaCz7Oa2/JmM\n5pHQa4nDhW0M5h9H3K17XxubA2keZ3y+OAwWgyTvyHDnsrawQXFo13k5C+3h8SxcwLWFjYuDvmHM\n16ToF0YWgxPE4YNt2dNJfq+zrr5hwuIQfcPI4jBEDPQLa4jBfGYKAAAAx03KmEUAAAAmiGQRAACA\nHskiAAAAPZJFAAAAeiSLAAAA9EgWAQAA6JEsAgAA0PP/l8gRK1E11/QAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f7e28a99780>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "15589.9678179\n"
     ]
    }
   ],
   "source": [
    "fig2 = plt.figure(figsize = (15,15))\n",
    "ax1=plt.subplot(211)\n",
    "plt.plot(2.85*(data[:,sv_of_interest,'C2','data']*1.0E9/3.0E8\n",
    "               -data[:,sv_of_interest,'C1','data']*1.0E9/3.0E8),'b.')\n",
    "plt.plot(2.85*((data[:,sv_of_interest,'L1','data']*(3.0E8/f1)-abias)*1.0E9/3.0E8\n",
    "         -(data[:,sv_of_interest,'L2','data']*(3.0E8/f2)-abias)*1.0E9/3.0E8),'r.')\n",
    "plt.plot(2.85*((data[:,sv_of_interest,'L1','data']*1.0E9/f1)\n",
    "         -(data[:,sv_of_interest,'L2','data']*1.0E9/f2)),'g.')\n",
    "\n",
    "\n",
    "plt.show()\n",
    "\n",
    "print(abias)"
   ]
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Python [Root]",
   "language": "python",
   "name": "Python [Root]"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
